Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 43 |
| Missing cells | 87 |
| Missing cells (%) | 7.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.1 KiB |
| Average record size in memory | 121.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 3 |
| Numeric | 23 |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Sleepiness is highly correlated with Sleepiness7DayRollingMean | High correlation |
Sleepiness7DayRollingMean is highly correlated with Sleepiness | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
NightOut is highly correlated with AlcoholDrinks | High correlation |
AlcoholDrinks is highly correlated with NightOut | High correlation |
Sleepiness is highly correlated with Sleepiness7DayRollingMean | High correlation |
Sleepiness7DayRollingMean is highly correlated with Sleepiness | High correlation |
Mood_num is highly correlated with Mood_bin_num and 1 other fields | High correlation |
Mood_bin_num is highly correlated with Mood_num and 1 other fields | High correlation |
Friends is highly correlated with Mood_num and 1 other fields | High correlation |
Mood is highly correlated with Mood_bin | High correlation |
Mood_bin is highly correlated with Mood | High correlation |
Date is highly correlated with Mood and 25 other fields | High correlation |
Mood is highly correlated with Date and 5 other fields | High correlation |
Mood_num is highly correlated with Date and 5 other fields | High correlation |
Mood_bin is highly correlated with Date and 4 other fields | High correlation |
Mood_bin_num is highly correlated with Date and 4 other fields | High correlation |
Time is highly correlated with Date and 5 other fields | High correlation |
Day is highly correlated with Date and 1 other fields | High correlation |
Entertainment is highly correlated with Date and 1 other fields | High correlation |
Exercise is highly correlated with Date | High correlation |
Family is highly correlated with Date and 1 other fields | High correlation |
Food is highly correlated with Date | High correlation |
Friends is highly correlated with Date and 5 other fields | High correlation |
Hobby is highly correlated with Date and 2 other fields | High correlation |
Love is highly correlated with Date | High correlation |
NightOut is highly correlated with Date and 2 other fields | High correlation |
Projects is highly correlated with Date | High correlation |
School is highly correlated with Date and 1 other fields | High correlation |
SelfCare is highly correlated with Date | High correlation |
Sleep is highly correlated with Date and 2 other fields | High correlation |
CaffeineCups is highly correlated with Date and 1 other fields | High correlation |
AlcoholDrinks is highly correlated with Date and 3 other fields | High correlation |
Stress is highly correlated with Date and 2 other fields | High correlation |
Sleepiness is highly correlated with Date and 5 other fields | High correlation |
PreviousNightMood is highly correlated with Date and 2 other fields | High correlation |
Stress7DayRollingMean is highly correlated with Date and 7 other fields | High correlation |
Sleepiness7DayRollingMean is highly correlated with Date and 4 other fields | High correlation |
AtHome is highly correlated with Date and 2 other fields | High correlation |
CaffeineCups has 11 (25.6%) missing values | Missing |
AlcoholDrinks has 11 (25.6%) missing values | Missing |
Stress has 11 (25.6%) missing values | Missing |
Sleepiness has 11 (25.6%) missing values | Missing |
PreviousNightMood has 20 (46.5%) missing values | Missing |
Stress7DayRollingMean has 11 (25.6%) missing values | Missing |
Sleepiness7DayRollingMean has 11 (25.6%) missing values | Missing |
AtHome has 1 (2.3%) missing values | Missing |
Day is uniformly distributed | Uniform |
Date has unique values | Unique |
Mood_num has 3 (7.0%) zeros | Zeros |
Mood_bin_num has 17 (39.5%) zeros | Zeros |
Entertainment has 42 (97.7%) zeros | Zeros |
Exercise has 33 (76.7%) zeros | Zeros |
Family has 33 (76.7%) zeros | Zeros |
Food has 37 (86.0%) zeros | Zeros |
Friends has 22 (51.2%) zeros | Zeros |
Hobby has 40 (93.0%) zeros | Zeros |
Love has 34 (79.1%) zeros | Zeros |
NightOut has 41 (95.3%) zeros | Zeros |
Projects has 31 (72.1%) zeros | Zeros |
School has 16 (37.2%) zeros | Zeros |
SelfCare has 40 (93.0%) zeros | Zeros |
Sleep has 37 (86.0%) zeros | Zeros |
CaffeineCups has 28 (65.1%) zeros | Zeros |
AlcoholDrinks has 28 (65.1%) zeros | Zeros |
Stress has 2 (4.7%) zeros | Zeros |
AtHome has 35 (81.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-25 21:27:39.100407 |
|---|---|
| Analysis finished | 2022-11-25 21:28:54.233607 |
| Duration | 1 minute and 15.13 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 43 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 688.0 B |
| Minimum | 2022-09-30 00:00:00 |
|---|---|
| Maximum | 2022-11-11 00:00:00 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 599.0 B |
| Good | |
|---|---|
| Okay | |
| Terrific | |
| Bad | |
| Terrible |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 4.744186047 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Okay |
| 3rd row | Bad |
| 4th row | Terrific |
| 5th row | Terrific |
Common Values
| Value | Count | Frequency (%) |
| Good | 20 | |
| Okay | 10 | |
| Terrific | 6 | 14.0% |
| Bad | 4 | 9.3% |
| Terrible | 3 | 7.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| good | 20 | |
| okay | 10 | |
| terrific | 6 | 14.0% |
| bad | 4 | 9.3% |
| terrible | 3 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 5 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.511627907 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 3 |
| Zeros (%) | 7.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.077300264 |
|---|---|
| Coefficient of variation (CV) | 0.428925105 |
| Kurtosis | 0.2712862386 |
| Mean | 2.511627907 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8103792536 |
| Sum | 108 |
| Variance | 1.160575858 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 20 | |
| 2 | 10 | |
| 4 | 6 | 14.0% |
| 1 | 4 | 9.3% |
| 0 | 3 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 3 | 7.0% |
| 1 | 4 | 9.3% |
| 2 | 10 | |
| 3 | 20 | |
| 4 | 6 | 14.0% |
| Value | Count | Frequency (%) |
| 4 | 6 | 14.0% |
| 3 | 20 | |
| 2 | 10 | |
| 1 | 4 | 9.3% |
| 0 | 3 | 7.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 511.0 B |
| Good | |
|---|---|
| Bad |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.604651163 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Bad |
| 3rd row | Bad |
| 4th row | Good |
| 5th row | Good |
Common Values
| Value | Count | Frequency (%) |
| Good | 26 | |
| Bad | 17 |
Length
Pie chart
| Value | Count | Frequency (%) |
| good | 26 | |
| bad | 17 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Mood_bin_num
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6046511628 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 17 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4947117912 |
|---|---|
| Coefficient of variation (CV) | 0.8181771932 |
| Kurtosis | -1.893499614 |
| Mean | 0.6046511628 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.44371733 |
| Sum | 26 |
| Variance | 0.2447397564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0 | 17 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 26 |
| Value | Count | Frequency (%) |
| 1 | 26 | |
| 0 | 17 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.12906977 |
| Minimum | 12.98333333 |
|---|---|
| Maximum | 23.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 12.98333333 |
|---|---|
| 5-th percentile | 15.74 |
| Q1 | 16.075 |
| median | 16.81666667 |
| Q3 | 20.03333333 |
| 95-th percentile | 22.91166667 |
| Maximum | 23.25 |
| Range | 10.26666667 |
| Interquartile range (IQR) | 3.958333333 |
Descriptive statistics
| Standard deviation | 2.829060955 |
|---|---|
| Coefficient of variation (CV) | 0.1560510821 |
| Kurtosis | -0.7596181064 |
| Mean | 18.12906977 |
| Median Absolute Deviation (MAD) | 1.016666667 |
| Skewness | 0.5909996437 |
| Sum | 779.55 |
| Variance | 8.003585887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 4 | 9.3% |
| 16.06666667 | 2 | 4.7% |
| 16.1 | 1 | 2.3% |
| 23.18333333 | 1 | 2.3% |
| 18.8 | 1 | 2.3% |
| 18.73333333 | 1 | 2.3% |
| 15.8 | 1 | 2.3% |
| 15.73333333 | 1 | 2.3% |
| 16.28333333 | 1 | 2.3% |
| 17.81666667 | 1 | 2.3% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 12.98333333 | 1 | 2.3% |
| 13.53333333 | 1 | 2.3% |
| 15.73333333 | 1 | 2.3% |
| 15.8 | 1 | 2.3% |
| 15.93333333 | 1 | 2.3% |
| 16 | 4 | |
| 16.06666667 | 2 | |
| 16.08333333 | 1 | 2.3% |
| 16.1 | 1 | 2.3% |
| 16.11666667 | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 23.25 | 1 | |
| 23.18333333 | 1 | |
| 22.91666667 | 1 | |
| 22.86666667 | 1 | |
| 22.76666667 | 1 | |
| 22.73333333 | 1 | |
| 22.71666667 | 1 | |
| 22.15 | 1 | |
| 21.75 | 1 | |
| 21 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 743.0 B |
| Friday | |
|---|---|
| Monday | |
| Tuesday | |
| Wednesday | |
| Thursday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.11627907 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Friday |
|---|---|
| 2nd row | Saturday |
| 3rd row | Sunday |
| 4th row | Monday |
| 5th row | Tuesday |
Common Values
| Value | Count | Frequency (%) |
| Friday | 7 | |
| Monday | 6 | |
| Tuesday | 6 | |
| Wednesday | 6 | |
| Thursday | 6 | |
| Saturday | 6 | |
| Sunday | 6 |
Length
Pie chart
| Value | Count | Frequency (%) |
| friday | 7 | |
| monday | 6 | |
| tuesday | 6 | |
| wednesday | 6 | |
| thursday | 6 | |
| saturday | 6 | |
| sunday | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02325581395 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 42 |
| Zeros (%) | 97.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1524985703 |
|---|---|
| Coefficient of variation (CV) | 6.557438524 |
| Kurtosis | 43 |
| Mean | 0.02325581395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.557438524 |
| Sum | 1 |
| Variance | 0.02325581395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 1 | 1 | 2.3% |
| 0 | 42 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2325581395 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 33 |
| Zeros (%) | 76.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4274625744 |
|---|---|
| Coefficient of variation (CV) | 1.83808907 |
| Kurtosis | -0.2936585366 |
| Mean | 0.2325581395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.312338538 |
| Sum | 10 |
| Variance | 0.1827242525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 10 | 23.3% |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 10 | 23.3% |
| Value | Count | Frequency (%) |
| 1 | 10 | 23.3% |
| 0 | 33 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2325581395 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 33 |
| Zeros (%) | 76.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4274625744 |
|---|---|
| Coefficient of variation (CV) | 1.83808907 |
| Kurtosis | -0.2936585366 |
| Mean | 0.2325581395 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.312338538 |
| Sum | 10 |
| Variance | 0.1827242525 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 10 | 23.3% |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 10 | 23.3% |
| Value | Count | Frequency (%) |
| 1 | 10 | 23.3% |
| 0 | 33 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1395348837 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 37 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3506046036 |
|---|---|
| Coefficient of variation (CV) | 2.512666326 |
| Kurtosis | 2.777851022 |
| Mean | 0.1395348837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.156553432 |
| Sum | 6 |
| Variance | 0.122923588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 6 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 6 | 14.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | 14.0% |
| 0 | 37 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.488372093 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 22 |
| Zeros (%) | 51.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5057805389 |
|---|---|
| Coefficient of variation (CV) | 1.035645865 |
| Kurtosis | -2.097560976 |
| Mean | 0.488372093 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.04822297821 |
| Sum | 21 |
| Variance | 0.2558139535 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 21 |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 21 |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 0 | 22 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06976744186 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 40 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.9 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2577696311 |
|---|---|
| Coefficient of variation (CV) | 3.694698046 |
| Kurtosis | 10.7552439 |
| Mean | 0.06976744186 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.500951685 |
| Sum | 3 |
| Variance | 0.06644518272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 3 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 3 | 7.0% |
| Value | Count | Frequency (%) |
| 1 | 3 | 7.0% |
| 0 | 40 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2093023256 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 34 |
| Zeros (%) | 79.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4116250915 |
|---|---|
| Coefficient of variation (CV) | 1.966653215 |
| Kurtosis | 0.2015303682 |
| Mean | 0.2093023256 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.481338505 |
| Sum | 9 |
| Variance | 0.1694352159 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 9 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 1 | 9 | 20.9% |
| Value | Count | Frequency (%) |
| 1 | 9 | 20.9% |
| 0 | 34 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04651162791 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 41 |
| Zeros (%) | 95.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2130826323 |
|---|---|
| Coefficient of variation (CV) | 4.581276595 |
| Kurtosis | 18.80130874 |
| Mean | 0.04651162791 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.464087485 |
| Sum | 2 |
| Variance | 0.04540420819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 1 | 2 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 1 | 2 | 4.7% |
| Value | Count | Frequency (%) |
| 1 | 2 | 4.7% |
| 0 | 41 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2790697674 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 31 |
| Zeros (%) | 72.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4538502688 |
|---|---|
| Coefficient of variation (CV) | 1.626296796 |
| Kurtosis | -1.006490952 |
| Mean | 0.2790697674 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.021073834 |
| Sum | 12 |
| Variance | 0.2059800664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 12 | 27.9% |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 1 | 12 | 27.9% |
| Value | Count | Frequency (%) |
| 1 | 12 | 27.9% |
| 0 | 31 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6279069767 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 16 |
| Zeros (%) | 37.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.4890834876 |
|---|---|
| Coefficient of variation (CV) | 0.7789107395 |
| Kurtosis | -1.784383469 |
| Mean | 0.6279069767 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.5485621366 |
| Sum | 27 |
| Variance | 0.2392026578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 0 | 16 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 27 |
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 0 | 16 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06976744186 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 40 |
| Zeros (%) | 93.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.9 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2577696311 |
|---|---|
| Coefficient of variation (CV) | 3.694698046 |
| Kurtosis | 10.7552439 |
| Mean | 0.06976744186 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.500951685 |
| Sum | 3 |
| Variance | 0.06644518272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 3 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 40 | |
| 1 | 3 | 7.0% |
| Value | Count | Frequency (%) |
| 1 | 3 | 7.0% |
| 0 | 40 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1395348837 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 37 |
| Zeros (%) | 86.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 387.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3506046036 |
|---|---|
| Coefficient of variation (CV) | 2.512666326 |
| Kurtosis | 2.777851022 |
| Mean | 0.1395348837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.156553432 |
| Sum | 6 |
| Variance | 0.122923588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 6 | 14.0% |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 6 | 14.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | 14.0% |
| 0 | 37 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.125 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 28 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3360107525 |
|---|---|
| Coefficient of variation (CV) | 2.68808602 |
| Kurtosis | 3.909359606 |
| Mean | 0.125 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.380876189 |
| Sum | 4 |
| Variance | 0.1129032258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 4 | 9.3% |
| (Missing) | 11 | 25.6% |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 4 | 9.3% |
| Value | Count | Frequency (%) |
| 1 | 4 | 9.3% |
| 0 | 28 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21875 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 28 |
| Zeros (%) | 65.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.45 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.659147788 |
|---|---|
| Coefficient of variation (CV) | 3.013247031 |
| Kurtosis | 11.35329182 |
| Mean | 0.21875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.343274964 |
| Sum | 7 |
| Variance | 0.4344758065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 4.7% |
| 3 | 1 | 2.3% |
| 2 | 1 | 2.3% |
| (Missing) | 11 | 25.6% |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 2 | 4.7% |
| 2 | 1 | 2.3% |
| 3 | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 3 | 1 | 2.3% |
| 2 | 1 | 2.3% |
| 1 | 2 | 4.7% |
| 0 | 28 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.27125 |
| Minimum | 0 |
|---|---|
| Maximum | 0.84 |
| Zeros | 2 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.022 |
| Q1 | 0.16 |
| median | 0.24 |
| Q3 | 0.36 |
| 95-th percentile | 0.574 |
| Maximum | 0.84 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1836502637 |
|---|---|
| Coefficient of variation (CV) | 0.6770516634 |
| Kurtosis | 1.843700082 |
| Mean | 0.27125 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | 1.129214894 |
| Sum | 8.68 |
| Variance | 0.03372741935 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.16 | 6 | |
| 0.24 | 6 | |
| 0.52 | 2 | 4.7% |
| 0 | 2 | 4.7% |
| 0.32 | 2 | 4.7% |
| 0.28 | 2 | 4.7% |
| 0.44 | 2 | 4.7% |
| 0.12 | 2 | 4.7% |
| 0.36 | 2 | 4.7% |
| 0.64 | 1 | 2.3% |
| Other values (5) | 5 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0 | 2 | 4.7% |
| 0.04 | 1 | 2.3% |
| 0.08 | 1 | 2.3% |
| 0.12 | 2 | 4.7% |
| 0.16 | 6 | |
| 0.2 | 1 | 2.3% |
| 0.24 | 6 | |
| 0.28 | 2 | 4.7% |
| 0.32 | 2 | 4.7% |
| 0.36 | 2 | 4.7% |
| Value | Count | Frequency (%) |
| 0.84 | 1 | 2.3% |
| 0.64 | 1 | 2.3% |
| 0.52 | 2 | 4.7% |
| 0.44 | 2 | 4.7% |
| 0.4 | 1 | 2.3% |
| 0.36 | 2 | 4.7% |
| 0.32 | 2 | 4.7% |
| 0.28 | 2 | 4.7% |
| 0.24 | 6 | |
| 0.2 | 1 | 2.3% |
| Distinct | 16 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49625 |
| Minimum | 0.16 |
|---|---|
| Maximum | 0.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0.16 |
|---|---|
| 5-th percentile | 0.182 |
| Q1 | 0.4 |
| median | 0.46 |
| Q3 | 0.6 |
| 95-th percentile | 0.814 |
| Maximum | 0.88 |
| Range | 0.72 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1819916694 |
|---|---|
| Coefficient of variation (CV) | 0.3667338427 |
| Kurtosis | -0.05704363575 |
| Mean | 0.49625 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.1960976692 |
| Sum | 15.88 |
| Variance | 0.03312096774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.44 | 5 | |
| 0.56 | 5 | |
| 0.4 | 4 | 9.3% |
| 0.16 | 2 | 4.7% |
| 0.68 | 2 | 4.7% |
| 0.6 | 2 | 4.7% |
| 0.36 | 2 | 4.7% |
| 0.88 | 2 | 4.7% |
| 0.48 | 1 | 2.3% |
| 0.72 | 1 | 2.3% |
| Other values (6) | 6 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.16 | 2 | 4.7% |
| 0.2 | 1 | 2.3% |
| 0.28 | 1 | 2.3% |
| 0.32 | 1 | 2.3% |
| 0.36 | 2 | 4.7% |
| 0.4 | 4 | |
| 0.44 | 5 | |
| 0.48 | 1 | 2.3% |
| 0.52 | 1 | 2.3% |
| 0.56 | 5 |
| Value | Count | Frequency (%) |
| 0.88 | 2 | 4.7% |
| 0.76 | 1 | 2.3% |
| 0.72 | 1 | 2.3% |
| 0.68 | 2 | 4.7% |
| 0.64 | 1 | 2.3% |
| 0.6 | 2 | 4.7% |
| 0.56 | 5 | |
| 0.52 | 1 | 2.3% |
| 0.48 | 1 | 2.3% |
| 0.44 | 5 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 65.2% |
| Missing | 20 |
| Missing (%) | 46.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.91304348 |
| Minimum | 8 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 9.2 |
| Q1 | 13 |
| median | 15 |
| Q3 | 18.5 |
| 95-th percentile | 23.9 |
| Maximum | 24 |
| Range | 16 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 4.601512039 |
|---|---|
| Coefficient of variation (CV) | 0.2891660571 |
| Kurtosis | -0.6499156583 |
| Mean | 15.91304348 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.3094022038 |
| Sum | 366 |
| Variance | 21.17391304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 3 | 7.0% |
| 13 | 3 | 7.0% |
| 11 | 2 | 4.7% |
| 24 | 2 | 4.7% |
| 17 | 2 | 4.7% |
| 16 | 2 | 4.7% |
| 8 | 1 | 2.3% |
| 18 | 1 | 2.3% |
| 12 | 1 | 2.3% |
| 19 | 1 | 2.3% |
| Other values (5) | 5 | 11.6% |
| (Missing) | 20 |
| Value | Count | Frequency (%) |
| 8 | 1 | 2.3% |
| 9 | 1 | 2.3% |
| 11 | 2 | |
| 12 | 1 | 2.3% |
| 13 | 3 | |
| 14 | 1 | 2.3% |
| 15 | 3 | |
| 16 | 2 | |
| 17 | 2 | |
| 18 | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 24 | 2 | |
| 23 | 1 | 2.3% |
| 22 | 1 | 2.3% |
| 21 | 1 | 2.3% |
| 19 | 1 | 2.3% |
| 18 | 1 | 2.3% |
| 17 | 2 | |
| 16 | 2 | |
| 15 | 3 | |
| 14 | 1 | 2.3% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2947886905 |
| Minimum | 0.2171428571 |
|---|---|
| Maximum | 0.43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0.2171428571 |
|---|---|
| 5-th percentile | 0.2247142857 |
| Q1 | 0.2557142857 |
| median | 0.2914285714 |
| Q3 | 0.336 |
| 95-th percentile | 0.3823 |
| Maximum | 0.43 |
| Range | 0.2128571429 |
| Interquartile range (IQR) | 0.08028571429 |
Descriptive statistics
| Standard deviation | 0.05291622186 |
|---|---|
| Coefficient of variation (CV) | 0.1795056037 |
| Kurtosis | -0.05608070989 |
| Mean | 0.2947886905 |
| Median Absolute Deviation (MAD) | 0.04228571429 |
| Skewness | 0.6109719092 |
| Sum | 9.433238095 |
| Variance | 0.002800126536 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.336 | 2 | 4.7% |
| 0.2685714286 | 2 | 4.7% |
| 0.2914285714 | 2 | 4.7% |
| 0.3066666667 | 2 | 4.7% |
| 0.2571428571 | 1 | 2.3% |
| 0.2342857143 | 1 | 2.3% |
| 0.2866666667 | 1 | 2.3% |
| 0.3 | 1 | 2.3% |
| 0.2666666667 | 1 | 2.3% |
| 0.22 | 1 | 2.3% |
| Other values (18) | 18 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.2171428571 | 1 | |
| 0.22 | 1 | |
| 0.2285714286 | 1 | |
| 0.23 | 1 | |
| 0.2342857143 | 1 | |
| 0.24 | 1 | |
| 0.2466666667 | 1 | |
| 0.2514285714 | 1 | |
| 0.2571428571 | 1 | |
| 0.264 | 1 |
| Value | Count | Frequency (%) |
| 0.43 | 1 | |
| 0.39 | 1 | |
| 0.376 | 1 | |
| 0.36 | 1 | |
| 0.3533333333 | 1 | |
| 0.35 | 1 | |
| 0.3466666667 | 1 | |
| 0.336 | 2 | |
| 0.3066666667 | 2 | |
| 0.3 | 1 |
Sleepiness7DayRollingMean
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 31 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 11 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.483139881 |
| Minimum | 0.3666666667 |
|---|---|
| Maximum | 0.6571428571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0.3666666667 |
|---|---|
| 5-th percentile | 0.3707857143 |
| Q1 | 0.400952381 |
| median | 0.4564285714 |
| Q3 | 0.5692857143 |
| 95-th percentile | 0.6345142857 |
| Maximum | 0.6571428571 |
| Range | 0.2904761905 |
| Interquartile range (IQR) | 0.1683333333 |
Descriptive statistics
| Standard deviation | 0.09364009741 |
|---|---|
| Coefficient of variation (CV) | 0.1938157066 |
| Kurtosis | -1.205218875 |
| Mean | 0.483139881 |
| Median Absolute Deviation (MAD) | 0.07442857143 |
| Skewness | 0.4198872044 |
| Sum | 15.46047619 |
| Variance | 0.008768467843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3866666667 | 2 | 4.7% |
| 0.5085714286 | 1 | 2.3% |
| 0.6571428571 | 1 | 2.3% |
| 0.6114285714 | 1 | 2.3% |
| 0.5666666667 | 1 | 2.3% |
| 0.6 | 1 | 2.3% |
| 0.5533333333 | 1 | 2.3% |
| 0.5 | 1 | 2.3% |
| 0.448 | 1 | 2.3% |
| 0.45 | 1 | 2.3% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.3666666667 | 1 | |
| 0.37 | 1 | |
| 0.3714285714 | 1 | |
| 0.3733333333 | 1 | |
| 0.38 | 1 | |
| 0.384 | 1 | |
| 0.3866666667 | 2 | |
| 0.4057142857 | 1 | |
| 0.416 | 1 | |
| 0.424 | 1 |
| Value | Count | Frequency (%) |
| 0.6571428571 | 1 | |
| 0.6571428571 | 1 | |
| 0.616 | 1 | |
| 0.6114285714 | 1 | |
| 0.6 | 1 | |
| 0.59 | 1 | |
| 0.58 | 1 | |
| 0.5771428571 | 1 | |
| 0.5666666667 | 1 | |
| 0.5657142857 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 1 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1666666667 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 35 |
| Zeros (%) | 81.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3771954702 |
|---|---|
| Coefficient of variation (CV) | 2.263172821 |
| Kurtosis | 1.513846154 |
| Mean | 0.1666666667 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.855801714 |
| Sum | 7 |
| Variance | 0.1422764228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 7 | 16.3% |
| (Missing) | 1 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 7 | 16.3% |
| Value | Count | Frequency (%) |
| 1 | 7 | 16.3% |
| 0 | 35 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | Stress7DayRollingMean | Sleepiness7DayRollingMean | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-09-30 | Good | 3 | Good | 1 | 16.100000 | Friday | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0.16 | 0.16 | NaN | NaN | NaN | 1.0 |
| 1 | 2022-10-01 | Okay | 2 | Bad | 0 | 16.200000 | Saturday | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0.24 | 0.44 | NaN | NaN | NaN | 1.0 |
| 2 | 2022-10-02 | Bad | 1 | Bad | 0 | 20.750000 | Sunday | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.52 | 0.56 | NaN | NaN | NaN | 1.0 |
| 3 | 2022-10-03 | Terrific | 4 | Good | 1 | 18.350000 | Monday | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0.0 | 0.0 | 0.24 | 0.32 | NaN | 0.290000 | 0.370000 | 0.0 |
| 4 | 2022-10-04 | Terrific | 4 | Good | 1 | 22.733333 | Tuesday | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.0 | 1.0 | 0.16 | 0.44 | NaN | 0.264000 | 0.384000 | 0.0 |
| 5 | 2022-10-05 | Okay | 2 | Bad | 0 | 22.150000 | Wednesday | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0.52 | 0.40 | NaN | 0.306667 | 0.386667 | 0.0 |
| 6 | 2022-10-06 | Terrible | 0 | Bad | 0 | 16.350000 | Thursday | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 0.306667 | 0.386667 | 0.0 |
| 7 | 2022-10-07 | Good | 3 | Good | 1 | 17.316667 | Friday | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | 0.336000 | 0.432000 | 0.0 |
| 8 | 2022-10-08 | Good | 3 | Good | 1 | 18.866667 | Saturday | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1.0 | 0.0 | 0.24 | 0.40 | NaN | 0.336000 | 0.424000 | 1.0 |
| 9 | 2022-10-09 | Bad | 1 | Bad | 0 | 22.916667 | Sunday | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.64 | 0.64 | NaN | 0.360000 | 0.440000 | 0.0 |
Last rows
| Date | Mood | Mood_num | Mood_bin | Mood_bin_num | Time | Day | Entertainment | Exercise | Family | Food | Friends | Hobby | Love | NightOut | Projects | School | SelfCare | Sleep | CaffeineCups | AlcoholDrinks | Stress | Sleepiness | PreviousNightMood | Stress7DayRollingMean | Sleepiness7DayRollingMean | AtHome | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 33 | 2022-11-02 | Okay | 2 | Bad | 0 | 16.816667 | Wednesday | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 0.44 | 0.56 | NaN | 0.230000 | 0.450000 | 0.0 |
| 34 | 2022-11-03 | Terrific | 4 | Good | 1 | 18.833333 | Thursday | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1.0 | 0.0 | 0.28 | 0.44 | 16.0 | 0.240000 | 0.448000 | 0.0 |
| 35 | 2022-11-04 | Good | 3 | Good | 1 | 16.000000 | Friday | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0.0 | 2.0 | 0.12 | 0.76 | 11.0 | 0.220000 | 0.500000 | 0.0 |
| 36 | 2022-11-05 | Terrible | 0 | Bad | 0 | 13.533333 | Saturday | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.36 | 0.68 | 22.0 | 0.266667 | 0.553333 | 1.0 |
| 37 | 2022-11-06 | Okay | 2 | Bad | 0 | 16.000000 | Sunday | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.36 | 0.56 | 9.0 | 0.300000 | 0.600000 | 0.0 |
| 38 | 2022-11-07 | Okay | 2 | Bad | 0 | 16.400000 | Monday | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0.0 | 0.0 | 0.16 | 0.40 | 14.0 | 0.286667 | 0.566667 | 0.0 |
| 39 | 2022-11-08 | Good | 3 | Good | 1 | 16.116667 | Tuesday | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0.0 | 0.0 | 0.32 | 0.88 | 21.0 | 0.291429 | 0.611429 | 0.0 |
| 40 | 2022-11-09 | Terrific | 4 | Good | 1 | 21.750000 | Wednesday | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0.0 | 0.0 | 0.04 | 0.88 | 15.0 | 0.234286 | 0.657143 | 0.0 |
| 41 | 2022-11-10 | Good | 3 | Good | 1 | 17.783333 | Thursday | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.0 | 1.0 | 0.16 | 0.44 | 24.0 | 0.217143 | 0.657143 | 0.0 |
| 42 | 2022-11-11 | Good | 3 | Good | 1 | 16.550000 | Friday | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |